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I am Shengyuan CHEN, a Ph.D. candidate in DEEP Lab at the The Hong Kong Polytechnic University, Department of Computing, under supervision of Dr. Xiao HUANG (Since 2021). Prior to that, I got my bachelor’s degree from Fudan University, Department of Electronic Information Science and Engineering.
My research interest lies in graph representation learning and graph+LLMs. My latest research papers on graph learning are presented at NeurIPS 2024, NeurIPS 2023, ICML 2023, e.t. Currently, I’m working on LLMs for KG tasks and Graph Retrieval Augmented Generation.